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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study	Video and Text Based

Course Overview

Data Science: Linear Regression online course offered by edX is an opportunity for the candidates to get insights about data science and linear regression. It covers implementation of linear regression and adjusting for confounding in practical work while using R.

The Data Science: Linear Regression certification programme at a stretch of 8 weeks, gives its candidates exhaustive knowledge about linear regression and its applicability. The video-based, self-paced learning course is offered by Harvard University. The course is an ideal opportunity for the candidates to learn the subject through data-driven case studies for a better understanding of the subject.

The Data Science: Linear Regression classes programme is free to access for everyone. However, to get the verified certificate, the candidate must need to upgrade to the verified track. During the audit track, the candidates will be able to access the course for free but that too only for a limited period. The Data Science: Linear Regression training is instructed by Rafael Irizarry, the professor of Biostatistics, at Harvard University, to make the candidates professionally skilled and enabled for a promising future ahead.

The Highlights

Instructed by Harvard University
Freely accessible
1-2 hours of weekly efforts needed
Self-paced preparation with limited audit track
Introductory level course
Official certification by edX
Lifetime accessibility with verified track
The course span of 8 weeks

Programme Offerings

Self-paced learning
Discussion Forums
Video transcripts
Projects
Graded Assignments

Courses and Certificate Fees

Fees Informations	Certificate Availability	Certificate Providing Authority
INR 9036	yes	Harvard University, Cambridge

The Data Science: Linear Regression fees is Rs.9,036

Data Science: Linear Regression fee table

Fee details	Amount in INR
Certification fee	Rs. 9,036

Eligibility Criteria

Certification Qualifying Details

To acquire accreditation in the course, students need to endeavor all the evaluated tasks given all through the course and accomplish a passing evaluation in every, which would in the long run amount to their last grade. The passing evaluation can be kept an eye on the advancement page, which the competitors need to keep up for confirmation.

What you will learn

Post-completion of the course, students will learn several concepts such as -

How straight relapse was initially evolved by Galton?
Students will get to know what is jumbling and how to recognize it
The most effective method to analyze the connections between factors by executing straight relapse in R will b covered in Data Science: Linear Regression Certification Syllabus
Implementation of linear regression and how to adjust for confound variables for using R
Understanding the relationship between two or more variables.
When and how to apply the Linear Regression technique for removing confounding variables
How to predict baseball runs by utilizing the Linear Regression technique
How to spot confounders and solve them using Linear Regression with Data Science: Linear Regression online course.

Who it is for

This course is perfect for many individuals such as -

Data Scientists and experts who wish to master their skills and techniques.
People who want to learn about Data Science and excel in the industry.

Admission Details

The admission steps for the Data Science: Linear Regression training is as follows -

Step 1: Open the connection that is given underneath which coordinates to the edX course page and snap-on enlist. https://www.edx.org/course/data-science-linear-regression

Step 2: Candidates need to sign in to their edX record or sign up in case they haven't yet.

Step 3: Pick your fitting course track among free and verified.

Step 4: Learners who participate in the free track can get authorization for the course material immediately.

Step 5: However, understudies who participate in the verified track of the course ought to continue to checkout.

Step 6: Pick your appropriate payment method.

Step 7: Now, cautiously fill in your billing data.

Step 8: Candidates will be admitted to the verified track of Data Science: Linear Regression certification course after the segment is refined.

The Syllabus

Welcome to Data Science: Linear Regression

Baseball as a Motivating Example
Correlation
Stratification and Variance Explained

Introduction to Linear Models
Least Squares Estimates
Tibbles, do, and broom
Regression and Baseball
Assessment: Linear Models

Correlation is Not Causation

Instructors

Harvard University, Cambridge Frequently Asked Questions (FAQ's)

1: Do I need to learn associated programs before learning Data Science: Linear Regression by edX?

No, students need not learn any previously associated programs to learn this course as this is a beginner level course.

2: What are the prerequisites to pursue Data Science: Linear Regression Certification Syllabus?

There aren’t any prerequisites to pursue this course. Students must have a keen interest in Linear Regression to pursue this program.

3: What is the course duration for online Data Science: Linear Regression certification?

The total course length is 8 weeks. The weekly time investment needed is 1 to 2 hours per week.

4: For whom is the program ideally best suited?

The program is ideally best suited for professionals who are either data scientists, experts, or candidates who wish to advance in the field of data science.